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Title: ShareAnalytics

Abstract

ShareAnalytics is a lightweight extensible platform for collaborative data analytics and facility characterization via Non-intrusive Load Monitoring (NILM). It consists of three core components: a full stack web application, a dashboard tool for analyzing streaming data and a High Performance Computing (HPC) cluster leveraging slurm for resource management to perform real time analysis. The entire framework is implemented in Docker for ease of deployment and to allow the user to test the platform before making a significant investment in hardware if they require additional computing resources. While many other platforms for analyzing streaming data exists, ShareAnalytics is unique in that HPC capabilities and facility characterization via scored analytics are fully integrated into the platform.

Authors:
 [1];  [1];  [1];  [1]
  1. Oak Ridge National Laboratory
Publication Date:
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1466201
Report Number(s):
ShareAnalytics; 005792WKSTN00
DOE Contract Number:  
AC05-00OR22725
Resource Type:
Software
Software Revision:
00
Software Package Number:
005792
Software CPU:
WKSTN
Open Source:
Yes
Source Code Available:
Yes
Country of Publication:
United States

Citation Formats

Oesch, Timothy S, Gillen, Robert E, Haas, Nicholas Q, and Karnowski, Thomas P. ShareAnalytics. Computer software. https://www.osti.gov//servlets/purl/1466201. Vers. 00. USDOE. 18 Jul. 2018. Web.
Oesch, Timothy S, Gillen, Robert E, Haas, Nicholas Q, & Karnowski, Thomas P. (2018, July 18). ShareAnalytics (Version 00) [Computer software]. https://www.osti.gov//servlets/purl/1466201.
Oesch, Timothy S, Gillen, Robert E, Haas, Nicholas Q, and Karnowski, Thomas P. ShareAnalytics. Computer software. Version 00. July 18, 2018. https://www.osti.gov//servlets/purl/1466201.
@misc{osti_1466201,
title = {ShareAnalytics, Version 00},
author = {Oesch, Timothy S and Gillen, Robert E and Haas, Nicholas Q and Karnowski, Thomas P},
abstractNote = {ShareAnalytics is a lightweight extensible platform for collaborative data analytics and facility characterization via Non-intrusive Load Monitoring (NILM). It consists of three core components: a full stack web application, a dashboard tool for analyzing streaming data and a High Performance Computing (HPC) cluster leveraging slurm for resource management to perform real time analysis. The entire framework is implemented in Docker for ease of deployment and to allow the user to test the platform before making a significant investment in hardware if they require additional computing resources. While many other platforms for analyzing streaming data exists, ShareAnalytics is unique in that HPC capabilities and facility characterization via scored analytics are fully integrated into the platform.},
url = {https://www.osti.gov//servlets/purl/1466201},
doi = {},
year = {2018},
month = {7},
note =
}